方法证据记录
ARCH-LM Test
The ARCH-LM test is Robert Engle's (1982) Lagrange multiplier diagnostic for autoregressive conditional heteroscedasticity in the residuals of a fitted time-series model. It checks whether the error variance changes over time and clusters into calm and turbulent periods, and it is the standard pre-test run before fitting a GARCH-family volatility model.
源记录
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Engle's ARCH Lagrange Multiplier Test for Volatility Clustering
分类方法记录 · regression-model / econometrics
- Engle, R. F. (1982). Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation. Econometrica, 50(4), 987-1007. · DOI 10.2307/1912773
- Lee, J. H. H. (1991). A Lagrange Multiplier Test for GARCH Models. Economics Letters, 37(3), 265-271. · DOI 10.1016/0165-1765(91)90221-6
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